Publications

1. Rathinaraja Jeyaraj, Aobo Jin, Hilary Emerson, Daniel I. Kaplan, and Hardik A. Gohel, “Application of a GRU-Based Deep Learning Model to Environmental Monitoring at Complex Sites,” 50th WM Symposia, Phoenix, Arizona, USA, March 2024.
2. Rathinaraja Jeyaraj, Aobo Jin, Hilary Emerson, and Hardik A Gohel, “BTS-GANs: Impute Missing Values to Improve Predictive Modelling Power in Climate Change,” 50th WM Symposia, Phoenix, Arizona, USA, March 2024.
3. Karnam Yogesh, Aobo Jin, Rathinaraja Jeyaraj, Hilary Emerson, and Hardik A Gohel, “Analyzing Seq2Seq and Transformer Models for Time Series Forecasting in Climate Change Modeling at Hanford Site,” 50th WM Symposia, Phoenix, Arizona, USA, March 2024.
4. Aobo Zhou, Michael Stassi, Maulin Raval, Rathinaraja Jeyaraj, Aobo Jin, Hilary Emerson, and Hardik A. Gohel, “Utilizing U-Net Architecture for Advanced Climate Modelling at Hanford Site,” 50th WM Symposia, Phoenix, Arizona, USA, March 2024.
5. Rathinaraja Jeyaraj, Barathi Subramanian, Karnam Yogesh, Aobo Jin, and Hardik A Gohel, “YSAF: Yolo with Spatial Attention and FFT to Detect Face Spoofing Attacks,” IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), Houston, Texas, USA, pp. 1-6, February 2024. 
6. Rathinaraja Jeyaraj, Thirunavukarasu Balasubramaniam, Anandkumar Balasubramaniam, and Anand Paul, “DeepWalk with Reinforcement Learning (DWRL) for Node Embedding,” Expert Systems with Applications, Volume 243, 122819, 2024. IF:8.5 Q1 (SCIE)
7. M.Shyamala Devi, J.Arun Pandian, D.Umanandhini, Aayush Kumar Sakineti, and Rathinaraja Jeyaraj, “Meat Freshness State Prediction Using a Novel Fifteen Layered Deep Convolutional Neural Network,” 1st International Conference on Data Science and Network Engineering (ICDSNE), Agartala, India, pp 111-123, July 2023. 
8. Gurwinder Singh, Rathinaraja Jeyaraj, Anil Sharma, and Anand Paul, “A Novel Data Block Placement Scheme for Performance Optimization in Heterogeneous Virtualized Environment,” MDPI-Electronics, Volume 12, Issue 18, pp. 1-20, 2023. IF:2.69 Q3 (SCIE)
9. Rathinaraja Jeyaraj,  Anandkumar Balasubramaniam, Ajay Kumara M.A, Nadra Guizani, and Anand Paul, “Resource Management in Cloud and Cloud-Influenced Technologies for IoT Applications,” ACM Computing Surveys, Volume 55, Issue 12, 2023.  IF: 16.324 (Q1 journal – ranked 3/109 in Computer Science Theory & Methods)    
10. Divya, Swati Panda, Sugato Hajra, Rathinaraja Jeyaraj, Anand Paul, Sang Hyun Park, Hoe Joon Kim, Tae Hwan Oh, “Smart Data Processing for Energy Harvesting Systems using Artificial Intelligence,” Nano Energy, Volume 106, 2022. IF: 19.06 (Q1 journal – in Electrical and Electronics Engineering). 
11. Rathinaraja Jeyaraj and Anand Paul, “Optimizing MapReduce Task Scheduling on Virtualized Heterogeneous Environments using Ant Colony Optimization”, IEEE Access, Volume 10, pp. 55842-55855, 2022. (SCIE and Scopus –  IF:3.7, CS: 4.8) 
12. Chandra Eswaran, Rathinaraja Jeyaraj, “Big Data Infrastructure and Analytics for Education 4.0,” Big Data Applications in Industry 4.0, Apple Academic Press (CRC Press/Taylor & Francis), 2021. ISBN- 978-1032008110.
13. Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak, “Nonnegative Matrix Factorization to understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study,” 19th Australasian Data Mining Conference (AusDM), Melbourne, Australia, November 2021.
14. Gurwinder Singh, Anil Sharma, Rathinaraja Jeyaraj, and Anand Paul, “Handling Non-Local Executions to Improve MapReduce Performance using Ant Colony Optimization”, IEEE Access, Volume 9, pp. 96176-96188, 2021. (SCIE and Scopus –  IF:3.7, CS: 4.8)
15. Zaheer A, E Chandra, Rathinaraja Jeyaraj, “A Physical and Psychological Consequences of Childhood Obesity – A Review,” Journal of Natural Remedies, Volume 21, Issue 4, pp. 141-149, 2020. (Scopus)
16. Zaheer A, E Chandra, Rathinaraja Jeyaraj, “Review on Mechanism Linking between Diabetic and Obesity,” Journal of Critical Reviews, Volume 7, Issue 4, 2020. 
17. Rathinaraja Jeyaraj, Ganeshkumar Pugalendhi, Anand Paul, “Big Data with Hadoop MapReduce – A Classroom Approach,” Apple Academic Press (CRC Press/Taylor & Francis), USA, Sep 2020. ISBN-10 (1771888342), ISBN-13 (978-1771888349)
18. Rathinaraja Jeyaraj, Ananthanarayana V S, Anand Paul, “Fine‑grained data‑locality aware MapReduce job scheduler in a virtualized environment,” Journal of Ambient Intelligence and Humanized Computing (Springer), Volume 32, Issue 7, pp. 4261–4272, 2020. (SCIE and Scopus –  IF: 7.1, CS: 5.4)
19. Rathinaraja Jeyaraj, Ananthanarayana V S, Anand Paul, “Improving performance of MapReduce Scheduler for Heterogeneous Workloads in a Heterogeneous Environment,” Concurrency and Computation: Practice and Experience (Wiley), 2019. (SCIE and Scopus – IF: 1.5, CS: 3.8)
20. Rathinaraja Jeyaraj, Ananthanarayana V S, Anand Paul, “Dynamic Ranking based MapReduce Job Scheduler to Exploit Heterogeneous Performance on Virtualized Environment,” Journal of Supercomputing (Springer), Volume 75, Issue 11, pp. 7520-7549, 2019. (SCIE and Scopus – IF: 2.4, CS: 4.6)
21. Anand Paul, Rathinaraja Jeyaraj, “Internet of Things: a Primer,” Human Behaviour and Emerging Technologies (Wiley), Volume 1, Issue 1, pp. 37-47, 2019. (ESCI and Scopus – CS: 3.1)
22. Rathinaraja Jeyaraj, Ananthanarayana V S, Anand Paul, “MapReduce Scheduler to Minimize the Size of Intermediate Data in Shuffle Phase,” 18th IEEE/ACIS International Conference on Computer and Information Science (ICIS), Beijing, China, June 2019.
23. Rathinaraja Jeyaraj, Ananthanarayana V S, “Dynamic Performance Aware Reduce Task Scheduling in MapReduce on Virtualized Environment,” 16th IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA), Kunming, China, pp. 211-218, June 2018.
24. Rathinaraja Jeyaraj, Ananthanarayana V S, “Multi-Level Per Node Combiner (MLPNC) to Minimize MapReduce Job Latency on Virtualized Environment,” 33rd ACM Symposium on Applied Computing (SAC), Pau, France, pp. 167-174, April 2018.
25. Rathinaraja Jeyaraj, Elalyaraja Jeyaraj, “Enhancing Map-reduce Performance in A Heterogeneous Cloud: An Eagle Eye,” International Journal of Applied Engineering Research, ISSN:0973-4562, Volume 10, Issie 42, pp.30926-30933, 2015.
26. Rathianaraja Jeyaraj, Sathishkumar S, Prabakar D, “Distributed Adaptive Clustering Algorithm (DACA) for Data Accessibility in MANET,” International Journal of Science, Engineering and Technology Research (IJSETR), ISSN: 2278-7798, Volume 2, Issue 9, pp.1678-1682, 2013.
27. Rathianaraja Jeyaraj, Sathishkumar S, Prabakar D, “Improving Mobile Ad-hoc Performance Using ALCC Algorithm,” Journal of Computing Technologies, ISSN:2278-3814, Volume 2, Issue 8, pp.16-20, 2013.
28. Ganeshkumar Pugalendhi, Rathinaraja Jeyaraj, T.Aruldoss Albert Victoire, “A Combined MI-AVR Approach for Informative Gene Selection,” IEEE International Conference on Sustainable Energy and Intelligent Systems, Chennai, Tamil Nadu, pp. 870-875, 2011.
29. Rathinaraja Jeyaraj, Ganeshkumar Pugalendhi, “Workflow Scheduling using Heuristics-based Ant Colony Optimization,” SUNIIST, Nagerkovil, Tamil Nadu, pp. cse106, 2011